iLook Face Analysis

Analyze user-submitted face photos with a complete report or 13 focused face-analysis tools.

我該用這個嗎

品質與安全性

A
說明品質
64%
結構描述完整度
100%
命名品質
96%
汙染風險
100%
權限相符程度
100%
協定合規性
100%

發現項目(10)

  • LOWTool 'score_face' description lacks action verb在 score_face 中
  • LOWTool 'rate_jawline' description lacks action verb在 rate_jawline 中
  • LOWTool 'analyze_adult_face_age_cues' description lacks action verb在 analyze_adult_face_age_cues 中
  • LOWTool 'analyze_facial_symmetry' description lacks action verb在 analyze_facial_symmetry 中
  • LOWTool 'analyze_golden_ratio_face' description lacks action verb在 analyze_golden_ratio_face 中
  • LOWTool 'run_attractiveness_test' description lacks action verb在 run_attractiveness_test 中
  • LOWTool 'analyze_psl_score' description lacks action verb在 analyze_psl_score 中
  • LOWTool 'calculate_facial_ratios' description lacks action verb在 calculate_facial_ratios 中
  • LOWTool 'analyze_color_palette' description lacks action verb在 analyze_color_palette 中
  • LOWTool 'analyze_skin_appearance' description lacks action verb在 analyze_skin_appearance 中

根據工具定義與協定合規性的自動化分析。

上下文成本

~5,803Token(工具定義)
~4.9 KB典型回應大小
顯著的注意力影響(128k 上下文的 4.53%)

這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高,可用於其他工作的注意力就越少。

安裝

一鍵安裝

將以下內容加入你的 `claude_desktop_config.json` 檔案:

{
  "mcpServers": {
    "face-analysis": {
      "url": "https://www.ilook.fit/mcp"
    }
  }
}

遠端端點

https://www.ilook.fit/mcpstreamable-http

它能做什麼

工具清單

工具(14)

🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢score_face(image_base64, mime_type, adult_and_authorized, measurement_key)

Returns descriptive face-shape context, five subjective appearance scores, and an approximate Golden Ratio phi score for one authorized adult photo.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    },
    "measurement_key": {
      "type": "string",
      "enum": [
        "face_shape_detector",
        "jawline_rating",
        "canthal_tilt",
        "eye_shape",
        "face_age_cues",
        "facial_symmetry",
        "golden_ratio_face",
        "attractiveness_test",
        "psl_score",
        "facial_ratios",
        "color_analysis",
        "skin_analysis",
        "hairstyle_finder"
      ],
      "description": "Optional. Return only one focused free-tool output instead of the full face report."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "overall_score": {
      "type": "number",
      "description": "Fixed weighted score from 0 to 10."
    },
    "overall_score_100": {
      "type": "integer",
      "description": "The same fixed weighted score from 0 to 100."
    },
    "scores": {
      "type": "object",
      "description": "Five named appearance subscores from 0 to 10."
    },
    "score_explanations": {
      "type": "object",
      "description": "Photo-specific explanation for each named subscore."
    },
    "face_shape": {
      "type": "object",
      "description": "Descriptive visible face-shape category and explanation."
    },
    "phi_score": {
      "type": "object",
      "description": "Separate 0 to 100 Golden Ratio proportion context."
    },
    "measurements": {
      "type": "object",
      "description": "Focused free-tool measurement outputs."
    },
    "summary": {
      "type": "string",
      "description": "Concise photo-specific report summary."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the tool call fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "overall_score",
    "overall_score_100",
    "scores",
    "face_shape",
    "phi_score",
    "summary",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢analyze_face_shape(image_base64, mime_type, adult_and_authorized)

Returns face shape, runner-up shape, outline cues, and styling direction.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢rate_jawline(image_base64, mime_type, adult_and_authorized)

Returns visible jawline definition, balance, and lower-face cues.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢analyze_canthal_tilt(image_base64, mime_type, adult_and_authorized)

Returns left, right, and average visible eye-corner tilt cues.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢detect_eye_shape(image_base64, mime_type, adult_and_authorized)

Returns opening shape, corner orientation, and visible eye framing.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢analyze_adult_face_age_cues(image_base64, mime_type, adult_and_authorized)

Returns broad adult presentation cues, not an exact age prediction.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢analyze_facial_symmetry(image_base64, mime_type, adult_and_authorized)

Returns photo-specific left-right symmetry cues across visible features.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢analyze_golden_ratio_face(image_base64, mime_type, adult_and_authorized)

Returns an approximate visible Golden Ratio phi score and proportion cues.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢run_attractiveness_test(image_base64, mime_type, adult_and_authorized)

Returns a photo-specific subjective appearance score and visible basis.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢analyze_psl_score(image_base64, mime_type, adult_and_authorized)

Returns a broad PSL-style range from visible geometry without false precision.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢calculate_facial_ratios(image_base64, mime_type, adult_and_authorized)

Returns visible face-ratio and spacing cues from one photo.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢analyze_color_palette(image_base64, mime_type, adult_and_authorized)

Returns style-oriented palette, contrast, and lighting cues.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢analyze_skin_appearance(image_base64, mime_type, adult_and_authorized)

Returns appearance-only texture, evenness, shine, and lighting cues.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}
🟢find_hairstyle_direction(image_base64, mime_type, adult_and_authorized)

Returns face-shape-based hairstyle and framing direction.

輸入結構描述

{
  "type": "object",
  "properties": {
    "image_base64": {
      "type": "string",
      "description": "Base64-encoded JPEG, PNG, or WebP bytes, without a data URL prefix."
    },
    "mime_type": {
      "type": "string",
      "enum": [
        "image/jpeg",
        "image/png",
        "image/webp"
      ],
      "description": "Image media type. Supported formats are JPEG, PNG, and WebP."
    },
    "adult_and_authorized": {
      "type": "boolean",
      "const": true,
      "description": "Confirms the pictured person is an adult and the submission is lawful."
    }
  },
  "required": [
    "image_base64",
    "mime_type",
    "adult_and_authorized"
  ],
  "additionalProperties": false
}

輸出結構描述

{
  "type": "object",
  "properties": {
    "analysis_id": {
      "type": "string",
      "description": "Unique analysis identifier."
    },
    "rubric_version": {
      "type": "string",
      "description": "Versioned iLook scoring rubric."
    },
    "model": {
      "type": "string",
      "description": "Model version used for visible analysis."
    },
    "tool": {
      "type": "string",
      "description": "Focused measurement key."
    },
    "measurement": {
      "type": "object",
      "description": "Score, label, analysis, and tool-specific detail rows."
    },
    "face_shape": {
      "type": "object",
      "description": "Optional face-shape context when relevant."
    },
    "phi_score": {
      "type": "object",
      "description": "Optional Golden Ratio context when relevant."
    },
    "disclaimer": {
      "type": "string",
      "description": "Required responsible-use disclaimer."
    },
    "error": {
      "type": "object",
      "description": "Present when the focused analysis fails.",
      "properties": {
        "code": {
          "type": "string",
          "description": "Stable iLook error code."
        },
        "message": {
          "type": "string",
          "description": "Human-readable failure explanation."
        }
      }
    }
  },
  "required": [
    "analysis_id",
    "rubric_version",
    "model",
    "tool",
    "measurement",
    "disclaimer"
  ],
  "additionalProperties": true
}

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